Dataset Color-Calibre

Tipos de datos del dataset:

## List of 5
##  $ intasalustiana:'data.frame':  5160 obs. of  8 variables:
##   ..$ fecha       : Date[1:5160], format: "2010-12-29" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ color       : Factor w/ 6 levels "100% color verde intenso o 0% color naranja",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ calibre     : num [1:5160] 32 42 44 43 42 30 34 35 40 41 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 12 12 12 12 12 12 12 12 12 12 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 5 5 5 5 5 5 5 5 5 5 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 53 53 53 53 53 53 53 53 53 53 ...
##  $ intanovar     :'data.frame':  5360 obs. of  8 variables:
##   ..$ fecha       : Date[1:5360], format: "2010-12-29" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ color       : Factor w/ 6 levels "100% color verde intenso o 0% color naranja",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ calibre     : num [1:5360] 14 21 21 34 29 28 20 26 24 34 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 12 12 12 12 12 12 12 12 12 12 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 5 5 5 5 5 5 5 5 5 5 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 53 53 53 53 53 53 53 53 53 53 ...
##  $ dtitonova     :'data.frame':  10360 obs. of  8 variables:
##   ..$ fecha       : Date[1:10360], format: "2006-01-04" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ color       : Factor w/ 6 levels "100% color verde intenso o 0% color naranja",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ calibre     : num [1:10360] 27 27 27 27 27 27 27 27 21 21 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ dtitovlate    :'data.frame':  13960 obs. of  8 variables:
##   ..$ fecha       : Date[1:13960], format: "2006-12-28" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ color       : Factor w/ 6 levels "100% color verde intenso o 0% color naranja",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ calibre     : num [1:13960] 38 41 31 36 38 35 32 34 32 41 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 12 12 12 12 12 12 12 12 12 12 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 53 53 53 53 53 53 53 53 53 53 ...
##  $ loteiinova    :'data.frame':  1120 obs. of  8 variables:
##   ..$ fecha       : Date[1:1120], format: "2013-11-06" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ color       : Factor w/ 6 levels "100% color verde intenso o 0% color naranja",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ calibre     : num [1:1120] 6 5 8 11 5 6 5 8 7 9 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 11 11 11 11 11 11 11 11 11 11 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 8 8 8 8 8 8 8 8 8 8 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 45 45 45 45 45 45 45 45 45 45 ...

Rango de datos disponibles por lote:

## $intasalustiana
## [1] "2010-12-29" "2015-11-04"
## 
## $intanovar
## [1] "2010-12-29" "2015-11-24"
## 
## $dtitonova
## [1] "2006-01-04" "2015-12-11"
## 
## $dtitovlate
## [1] "2006-12-28" "2015-12-11"
## 
## $loteiinova
## [1] "2013-11-06" "2014-06-10"

Calibre y color por lotes


Dataset Fenología

Tipos de datos del dataset:

## List of 5
##  $ intasalustiana:'data.frame':  25200 obs. of  9 variables:
##   ..$ fecha       : Date[1:25200], format: "2010-10-01" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ altura      : Factor w/ 3 levels "Alto","Medio",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ brotacion   : Factor w/ 9 levels "B1","B2","B3",..: 3 3 3 3 7 3 3 7 5 4 ...
##   ..$ floracion   : Factor w/ 10 levels "F0","F10","F11",..: 4 4 4 4 4 4 4 4 4 4 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 10 10 10 10 10 10 10 10 10 10 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 5 5 5 5 5 5 5 5 5 5 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 40 40 40 40 40 40 40 40 40 40 ...
##  $ intanovar     :'data.frame':  25440 obs. of  9 variables:
##   ..$ fecha       : Date[1:25440], format: "2010-10-01" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ altura      : Factor w/ 3 levels "Alto","Medio",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ brotacion   : Factor w/ 9 levels "B1","B2","B3",..: 2 2 1 2 7 2 7 2 2 2 ...
##   ..$ floracion   : Factor w/ 10 levels "F0","F10","F11",..: 1 1 1 4 1 1 1 3 4 1 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 10 10 10 10 10 10 10 10 10 10 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 5 5 5 5 5 5 5 5 5 5 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 40 40 40 40 40 40 40 40 40 40 ...
##  $ dtitonova     :'data.frame':  56160 obs. of  9 variables:
##   ..$ fecha       : Date[1:56160], format: "2006-01-04" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ altura      : Factor w/ 3 levels "Alto","Medio",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ brotacion   : Factor w/ 9 levels "B1","B2","B3",..: 7 6 7 7 6 6 7 7 6 8 ...
##   ..$ floracion   : Factor w/ 10 levels "F0","F10","F11",..: 9 1 9 1 9 9 9 9 9 9 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ dtitovlate    :'data.frame':  54360 obs. of  9 variables:
##   ..$ fecha       : Date[1:54360], format: "2006-01-04" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ altura      : Factor w/ 3 levels "Alto","Medio",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ brotacion   : Factor w/ 9 levels "B1","B2","B3",..: 7 7 7 7 7 7 7 7 7 7 ...
##   ..$ floracion   : Factor w/ 10 levels "F0","F10","F11",..: 1 9 9 1 1 9 1 1 1 1 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ loteiinova    :'data.frame':  4080 obs. of  9 variables:
##   ..$ fecha       : Date[1:4080], format: "2013-09-27" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ altura      : Factor w/ 3 levels "Alto","Medio",..: 1 1 1 1 2 2 2 2 3 3 ...
##   ..$ orientacion : Factor w/ 4 levels "Sur","Este","Norte",..: 1 2 3 4 1 2 3 4 1 2 ...
##   ..$ brotacion   : Factor w/ 9 levels "B1","B2","B3",..: 7 1 7 7 7 7 7 7 7 7 ...
##   ..$ floracion   : Factor w/ 10 levels "F0","F10","F11",..: 1 2 4 6 5 6 4 6 6 6 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 9 9 9 9 9 9 9 9 9 9 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 8 8 8 8 8 8 8 8 8 8 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 39 39 39 39 39 39 39 39 39 39 ...

Rangos disponibles por lote:

## $intasalustiana
## [1] "2010-10-01" "2015-11-04"
## 
## $intanovar
## [1] "2010-10-01" "2015-11-24"
## 
## $dtitonova
## [1] "2006-01-04" "2015-12-11"
## 
## $dtitovlate
## [1] "2006-01-04" "2015-12-11"
## 
## $loteiinova
## [1] "2013-09-27" "2014-06-10"

Brotación por mes

Brotación por semana del año

Brotación por año

Floración por mes

Floración por semana del año

Floración por año


Dataset Estado de cultivos

Tipos de datos del dataset:

## List of 5
##  $ intasalustiana:'data.frame':  2100 obs. of  6 variables:
##   ..$ fecha       : Date[1:2100], format: "2010-10-01" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 2 3 4 5 6 7 8 9 10 ...
##   ..$ estado      : Factor w/ 4 levels "Malo","Regular",..: 4 4 4 4 4 4 4 4 4 4 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 10 10 10 10 10 10 10 10 10 10 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 5 5 5 5 5 5 5 5 5 5 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 40 40 40 40 40 40 40 40 40 40 ...
##  $ intanovar     :'data.frame':  2120 obs. of  6 variables:
##   ..$ fecha       : Date[1:2120], format: "2010-10-01" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 2 3 4 5 6 7 8 9 10 ...
##   ..$ estado      : Factor w/ 4 levels "Malo","Regular",..: 4 3 4 4 3 4 4 4 4 4 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 10 10 10 10 10 10 10 10 10 10 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 5 5 5 5 5 5 5 5 5 5 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 40 40 40 40 40 40 40 40 40 40 ...
##  $ dtitonova     :'data.frame':  4680 obs. of  6 variables:
##   ..$ fecha       : Date[1:4680], format: "2006-01-04" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 2 3 4 5 6 7 8 9 10 ...
##   ..$ estado      : Factor w/ 4 levels "Malo","Regular",..: 4 4 4 4 4 4 4 4 3 4 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ dtitovlate    :'data.frame':  4530 obs. of  6 variables:
##   ..$ fecha       : Date[1:4530], format: "2006-01-04" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 2 3 4 5 6 7 8 9 10 ...
##   ..$ estado      : Factor w/ 4 levels "Malo","Regular",..: 4 4 4 4 4 4 4 4 4 4 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 1 1 1 1 1 1 1 1 1 1 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ loteiinova    :'data.frame':  340 obs. of  6 variables:
##   ..$ fecha       : Date[1:340], format: "2013-09-27" ...
##   ..$ id_planta   : Factor w/ 10 levels "1","2","3","4",..: 1 2 3 4 5 6 7 8 9 10 ...
##   ..$ estado      : Factor w/ 4 levels "Malo","Regular",..: 4 4 4 4 4 4 4 4 4 4 ...
##   ..$ mes         : Factor w/ 12 levels "ene","feb","mar",..: 9 9 9 9 9 9 9 9 9 9 ...
##   ..$ anio        : Factor w/ 10 levels "2006","2007",..: 8 8 8 8 8 8 8 8 8 8 ...
##   ..$ sem_del_anio: Factor w/ 53 levels "1","2","3","4",..: 39 39 39 39 39 39 39 39 39 39 ...

Rangos disponibles por lote:

## $intasalustiana
## [1] "2010-10-01" "2015-11-04"
## 
## $intanovar
## [1] "2010-10-01" "2015-11-24"
## 
## $dtitonova
## [1] "2006-01-04" "2015-12-11"
## 
## $dtitovlate
## [1] "2006-01-04" "2015-12-11"
## 
## $loteiinova
## [1] "2013-09-27" "2014-06-10"

Estado de cultivos por semana del año

Estado de cultivos por mes

Estado de cultivos por año


Dataset Meteorologia

Precipitacion acumulada mensual

Precipitacion acumulada anual

Cantidad de días con lluvia (por mes)

Cantidad de días con lluvia (por año)

Temperatura promedio mensual

Temperatura promedio anual

Humedad promedio mensual

Humedad promedio anual

Velocidad del viento promedio mensual

Velocidad del viento promedio anual

Radiación global promedio mensual

Radiación global promedio anual

Humedad de la hoja promedio mensual

Humedad de la hoja promedio anual